Predictive risk score for isolated brain metastasis in non-small cell lung cancer

被引:2
作者
Merino, Kristina [1 ]
Bassiri, Aria [2 ]
Parker, Benjamin [3 ]
Bruno, Debora S. [3 ]
Linden, Philip A. [4 ]
Sinopoli, Jillian [4 ]
Towe, Christopher W. [4 ]
机构
[1] Western Reserve Hosp, Dept Surg, 1900 23rd St, Cuyahoga Falls, OH 44223 USA
[2] Univ Hosp Cleveland Med Ctr, Dept Surg, Cleveland, OH USA
[3] Univ Hosp Cleveland Med Ctr, Case Comprehens Canc Ctr, Cleveland, OH USA
[4] Univ Hosp Cleveland, Dept Surg, Div Thorac & Esophageal Surg, Cleveland, OH USA
关键词
Non-small cell lung cancer (NSCLC); isolated brain metastasis (IBM); predictive risk score; predicting risk of isolated brain metastasis; CARCINOMA; NOMOGRAM;
D O I
10.21037/jtd-23-1668
中图分类号
R56 [呼吸系及胸部疾病];
学科分类号
摘要
Background: Brain metastasis is common with non-small cell lung cancer (NSCLC). Patients with some early-stage cancers don't benefit from routine brain imaging. Currently clinical stage alone is used to justify additional brain imaging. Other clinical and demographic characteristics may be associated with isolated brain metastasis (IBM). We aimed to define the most salient clinical features associated with synchronous IBM, hypothesizing that clinical and demographic factors could be used to determine the risk of brain metastasis. Methods: The National Cancer Database was used to identify patients with NSCLC from 2016-2020. Primary outcome was the presence of IBM relative to patients without evidence of any metastasis. Cohorts were divided into test and validation. The test cohort was used to identify risk factors for IBM using multivariable logistic regression. Using the regression, a scoring system was created to estimate the rate of synchronous IBM. The accuracy of the scoring system was evaluated with receiver operating characteristic (ROC) analysis using the validation cohort. Results: Study population consisted of 396,113 patients: 25,907 IBM and 370,206 without metastatic disease. IBM was associated with age, clinical T stage, clinical N stage, Charlson/Deyo comorbidity score, histology, and grade. A scoring system using these factors showed excellent accuracy in the test and validation cohort in ROC analysis (0.806 and 0.805, respectively). Conclusions: Clinical and demographic characteristics can be used to stratify the risk of IBM among patients with NSCLC and provide an evidence-based method to identify patients who require dedicated brain imaging in the absence of other metastatic disease.
引用
收藏
页码:3794 / 3804
页数:11
相关论文
共 23 条
[1]  
American Lung Association, Lung Cancer Additional Measures - Lung Cancer Trends Brief
[2]   Risk factors for brain metastases in patients with non-small-cell lung cancer [J].
An, Ning ;
Jing, Wang ;
Wang, Haoyi ;
Li, Ji ;
Liu, Yang ;
Yu, Jinming ;
Zhu, Hui .
CANCER MEDICINE, 2018, 7 (12) :6357-6364
[3]   Multivariate analysis of factors predictive of brain metastases in localised non-small cell lung carcinoma [J].
Bajard, A ;
Westeel, V ;
Dubiez, A ;
Jacoulet, P ;
Pernet, D ;
Dalphin, JC ;
Depierre, A .
LUNG CANCER, 2004, 45 (03) :317-323
[4]   Modeling the COVID Pandemic: Do Delays in Surgery Justify Using SBRT to Treat Low-Risk Early Stage NSCLC? [J].
Cao, Lifen ;
Linden, Philip A. ;
Biswas, Tithi ;
Worrell, Stephanie G. ;
Sinopoli, Jillian N. ;
Miller, Megan E. ;
Shenk, Robert ;
Montero, Alberto J. ;
Towe, Christopher W. .
JOURNAL OF SURGICAL RESEARCH, 2023, 283 :532-539
[5]   Brain metastases in locally advanced nonsmall cell lung carcinoma after multimodality treatment -: Risk factors analysis [J].
Ceresoli, GL ;
Reni, M ;
Chiesa, G ;
Carretta, A ;
Schipani, S ;
Passoni, P ;
Bolognesi, A ;
Zannini, P ;
Villa, E .
CANCER, 2002, 95 (03) :605-612
[6]   Role of FDG PET scans in staging, response assessment and follow-up care for non-small cell lung cancer [J].
Cuaron, John ;
Dunphy, Mark ;
Rimner, Andreas .
FRONTIERS IN ONCOLOGY, 2013, 2
[7]  
Dimitropoulos Charalampos, 2011, Cancer Manag Res, V3, P287, DOI 10.2147/CMR.S22717
[8]  
Farsad M, 2020, CURR RADIOPHARM, V13, P195, DOI [10.2174/1874471013666191223153755, 10.2174/1874471013669191223153755]
[9]   Risk factors for brain metastases from non-small-cell lung cancer A protocol for observational study [J].
He, Jinlin ;
Wang, Xiaolei ;
Xiao, Rensen ;
Zuo, Wei ;
Zhang, Wei ;
Yao, Huiming .
MEDICINE, 2021, 100 (09) :E24724
[10]   Nonsmall cell lung cancer presenting with synchronous solitary brain metastasis [J].
Hu, CS ;
Chang, EL ;
Hassenbusch, SJ ;
Allen, PK ;
Woo, SY ;
Mahajan, A ;
Komaki, R ;
Liao, ZX .
CANCER, 2006, 106 (09) :1998-2004